2 papers
stat.ME2026
A Fast Screening Approach for High-dimensional Outcomes and High-dimensional Predictors
Hongju Park, Zhenyao Ye, Shuo Chen
Modeling interactions among multimodal, high-dimensional data is intrinsically challenging due to ultra-high dimensionality and complex dependence structure with high level noise.…
cs.LG2026
CHAM-net: A Contrastive Hierarchical Adaptive Meta-network for Robust Global Methane Flux Prediction
Rongchao Dong, Yiming Sun, Shuo Chen +4
Methane is a potent greenhouse gas that significantly contributes to global warming. However, accurately estimating global methane emissions and consumption remains challenging due…